AdaPrompt: Adaptive Model Training for Prompt-based NLP

10 February 2022

Yang Liu

Yue Zhang

Papers citing "AdaPrompt: Adaptive Model Training for Prompt-based NLP"

39 / 39 papers shown

Title
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu H. Meng 23 2 0 31 Dec 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics Zhiwen You Kanyao Han Haotian Zhu Bertram Ludäscher Jana Diesner 28 1 0 02 Oct 2024
Prompt-tuning for Clickbait Detection via Text Summarization Haoxiang Deng Yi Zhu Ye Wang Jipeng Qiang Yunhao Yuan Yun Li Runmei Zhang 21 0 0 17 Apr 2024
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and Challenges Aiqi Jiang A. Zubiaga AAML 26 3 0 17 Jan 2024
LaViP:Language-Grounded Visual Prompts Nilakshan Kunananthaseelan Jing Zhang Mehrtash Harandi VLM 8 0 0 18 Dec 2023
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer Junyuan Hong Jiachen T. Wang Chenhui Zhang Zhangheng Li Bo-wen Li Zhangyang Wang 38 29 0 27 Nov 2023
Integrating Language-Derived Appearance Elements with Visual Cues in Pedestrian Detection Sungjune Park Hyunjun Kim Y. Ro 37 11 0 02 Nov 2023
Constituency Parsing using LLMs Xuefeng Bai Jialong Wu Yulong Chen Zhongqing Wang Yue Zhang 33 1 0 30 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 30 3 0 24 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 32 3 0 18 Oct 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 19 275 0 17 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 27 25 0 05 Aug 2023
Scaling In-Context Demonstrations with Structured Attention Tianle Cai Kaixuan Huang Jason D. Lee Mengdi Wang LRM 31 8 0 05 Jul 2023
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision Ming Zhong Siru Ouyang Minhao Jiang Vivian Hu Yizhu Jiao Xuan Wang Jiawei Han 11 8 0 04 Jul 2023
Rethink the Effectiveness of Text Data Augmentation: An Empirical Analysis Zhengxiang Shi Aldo Lipani 32 2 0 13 Jun 2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training Zequn Liu Wei Zhang Yingce Xia Lijun Wu Shufang Xie Tao Qin M. Zhang Tie-Yan Liu 20 66 0 18 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 27 3 0 15 May 2023
Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner Zhengxiang Shi Aldo Lipani VLM CLL 29 21 0 02 May 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 32 65 0 20 Mar 2023
Global Constraints with Prompting for Zero-Shot Event Argument Classification Zizheng Lin Hongming Zhang Yangqiu Song 29 16 0 09 Feb 2023
On the Compositional Generalization Gap of In-Context Learning Arian Hosseini Ankit Vani Dzmitry Bahdanau Alessandro Sordoni Aaron C. Courville 19 24 0 15 Nov 2022
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang Shuibai Zhang Libo Qin Yafu Li Yidong Wang Hanmeng Liu Jindong Wang Xingxu Xie Yue Zhang ELM 33 79 0 15 Nov 2022
MACSum: Controllable Summarization with Mixed Attributes Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 26 15 0 09 Nov 2022
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei Ping Nie Zhao Meng Roger Wattenhofer Mrinmaya Sachan VLM 45 20 0 29 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach W. Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng-Long Jiang LRM ReLM 13 19 0 23 Oct 2022
Cross-domain Generalization for AMR Parsing Xuefeng Bai Sen Yang Leyang Cui Linfeng Song Yue Zhang 38 2 0 22 Oct 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong Yang Liu Da Yin Yuning Mao Yizhu Jiao Peng Liu Chenguang Zhu Heng Ji Jiawei Han ELM 34 253 0 13 Oct 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition Hao Zhou Man Lan Yuanbin Wu YueFeng Chen Meirong Ma 22 26 0 13 Oct 2022
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 30 7 0 19 Sep 2022
Transformers are Adaptable Task Planners Vidhi Jain Yixin Lin Eric Undersander Yonatan Bisk Akshara Rai 20 24 0 06 Jul 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Mohit Bansal Colin Raffel 33 848 0 11 May 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework Xingcheng Yao Yanan Zheng Xiaocong Yang Zhilin Yang 30 44 0 07 Nov 2021
Dict-BERT: Enhancing Language Model Pre-training with Dictionary W. Yu Chenguang Zhu Yuwei Fang Donghan Yu Shuohang Wang Yichong Xu Michael Zeng Meng-Long Jiang 45 64 0 13 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 211 138 0 08 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 410 2,584 0 03 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,253 0 16 Jan 2013